EuroEval Spanish NLU - ScaLA ES: leaderboard

The "ScaLA ES" subtask of EuroEval Spanish NLU. Spanish-language EuroEval natural-language-understanding suite, separating NLU task performance from the broader all-task EuroEval aggregate.

Metric: Matthews correlation coefficient (%). Source: euroeval.com. Saturation forecast: Around September 2028. 413 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Pro (Preview)73.71#66
2Claude Sonnet 4.669.02#90
3Gemini 3 Flash (Preview) (Non-reasoning)68.43#82 (Gemini 3 Flash (Preview))
4Gemini 3 Flash (Preview) (Thinking)62.92#82 (Gemini 3 Flash (Preview))
5GPT-5.4 Mini (2026-03-17) (High)62.38#169 (GPT-5.4 Mini (2026-03-17))
6GPT-5.261.92#110
7Gemini 3.1 Flash Lite (Preview)61.41#194
8Qwen 3.5 35B A3B Base57.97#310
9Llama 3.1 405B56.52#466
10GPT-5.4 Nano (2026-03-17) (High)55.08#266 (GPT-5.4 Nano (2026-03-17))
11Qwen 3.5 9B52.26#379
12Grok 4.1 Fast (Reasoning)52.16#217 (Grok 4.1 Fast)
13Qwen 3 4B 2507 (Thinking)49.21#538 (Qwen 3 4B 2507)
14NVIDIA-Nemotron-3-Nano-30B-A3B-BF1648.02#679
15Qwen 3 235B A22B 2507 FP8 (Thinking)47.39#246 (Qwen 3 235B A22B 2507 FP8)

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=euroeval-spanish-nlu-scala-es · How It Works · Data refreshed daily, snapshot 2026-10-20.